Overview
Brought to you by YData
Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 30 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 5.9 KiB |
| Average record size in memory | 200.0 B |
Variable types
| TimeSeries | 24 |
|---|
Timeseries statistics
| Number of series | 24 |
|---|---|
| Time series length | 30 |
| Starting point | 1752152760000 |
| Ending point | 1752154500000 |
| Period | 60000 |
close is highly overall correlated with ema_14 and 12 other fields | High correlation |
ema_14 is highly overall correlated with close and 12 other fields | High correlation |
ema_21 is highly overall correlated with ema_14 and 11 other fields | High correlation |
ema_60 is highly overall correlated with ema_14 and 10 other fields | High correlation |
ema_7 is highly overall correlated with close and 12 other fields | High correlation |
high is highly overall correlated with close and 13 other fields | High correlation |
low is highly overall correlated with close and 16 other fields | High correlation |
macd_7 is highly overall correlated with close and 8 other fields | High correlation |
macdhist_7 is highly overall correlated with close and 3 other fields | High correlation |
obv is highly overall correlated with volume | High correlation |
open is highly overall correlated with close and 16 other fields | High correlation |
rsi_14 is highly overall correlated with close and 6 other fields | High correlation |
rsi_21 is highly overall correlated with close and 3 other fields | High correlation |
rsi_60 is highly overall correlated with close and 7 other fields | High correlation |
rsi_7 is highly overall correlated with close and 8 other fields | High correlation |
sma_14 is highly overall correlated with close and 12 other fields | High correlation |
sma_21 is highly overall correlated with ema_14 and 11 other fields | High correlation |
sma_60 is highly overall correlated with ema_14 and 10 other fields | High correlation |
sma_7 is highly overall correlated with close and 12 other fields | High correlation |
volume is highly overall correlated with obv | High correlation |
window_end_ms is highly overall correlated with ema_14 and 10 other fields | High correlation |
window_start_ms is highly overall correlated with ema_14 and 10 other fields | High correlation |
open is non stationary | Non stationary |
high is non stationary | Non stationary |
low is non stationary | Non stationary |
close is non stationary | Non stationary |
window_start_ms is non stationary | Non stationary |
window_end_ms is non stationary | Non stationary |
sma_7 is non stationary | Non stationary |
sma_14 is non stationary | Non stationary |
sma_21 is non stationary | Non stationary |
ema_7 is non stationary | Non stationary |
ema_14 is non stationary | Non stationary |
ema_21 is non stationary | Non stationary |
rsi_7 is non stationary | Non stationary |
rsi_14 is non stationary | Non stationary |
rsi_60 is non stationary | Non stationary |
macd_7 is non stationary | Non stationary |
macdhist_7 is non stationary | Non stationary |
target is non stationary | Non stationary |
window_start_ms is uniformly distributed | Uniform |
window_end_ms is uniformly distributed | Uniform |
close has unique values | Unique |
window_start_ms has unique values | Unique |
window_end_ms has unique values | Unique |
volume has unique values | Unique |
sma_14 has unique values | Unique |
sma_21 has unique values | Unique |
sma_60 has unique values | Unique |
ema_14 has unique values | Unique |
ema_21 has unique values | Unique |
ema_60 has unique values | Unique |
rsi_7 has unique values | Unique |
rsi_14 has unique values | Unique |
rsi_21 has unique values | Unique |
macd_7 has unique values | Unique |
macdsignal_7 has unique values | Unique |
macdhist_7 has unique values | Unique |
obv has unique values | Unique |
target has unique values | Unique |
Reproduction
| Analysis started | 2025-07-20 13:06:01.754310 |
|---|---|
| Analysis finished | 2025-07-20 13:06:25.578907 |
| Duration | 23.82 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
open
Numeric time series
High correlation Non stationary
| Distinct | 27 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.399 |
|---|---|
| Minimum | 2374.27 |
| Maximum | 2384.76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.27 |
|---|---|
| 5-th percentile | 2374.6445 |
| Q1 | 2376.5975 |
| median | 2380.18 |
| Q3 | 2381.1075 |
| 95-th percentile | 2384.4385 |
| Maximum | 2384.76 |
| Range | 10.49 |
| Interquartile range (IQR) | 4.51 |
Descriptive statistics
| Standard deviation | 3.2015194 |
|---|---|
| Coefficient of variation (CV) | 0.001345516 |
| Kurtosis | -0.94038176 |
| Mean | 2379.399 |
| Median Absolute Deviation (MAD) | 2.285 |
| Skewness | -0.12416032 |
| Sum | 71381.97 |
| Variance | 10.249727 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1562448308 |
Histogram with fixed size bins (bins=27)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2380.01 | 2 | 6.7% |
| 2381.26 | 2 | 6.7% |
| 2380.22 | 2 | 6.7% |
| 2374.9 | 1 | 3.3% |
| 2374.55 | 1 | 3.3% |
| 2374.77 | 1 | 3.3% |
| 2374.76 | 1 | 3.3% |
| 2377.35 | 1 | 3.3% |
| 2374.27 | 1 | 3.3% |
| 2376.39 | 1 | 3.3% |
| Other values (17) | 17 |
| Value | Count | Frequency (%) |
| 2374.27 | 1 | |
| 2374.55 | 1 | |
| 2374.76 | 1 | |
| 2374.77 | 1 | |
| 2374.9 | 1 | |
| 2375.52 | 1 | |
| 2375.59 | 1 | |
| 2376.39 | 1 | |
| 2377.22 | 1 | |
| 2377.35 | 1 |
| Value | Count | Frequency (%) |
| 2384.76 | 1 | |
| 2384.65 | 1 | |
| 2384.18 | 1 | |
| 2384 | 1 | |
| 2383.11 | 1 | |
| 2381.26 | 2 | |
| 2381.11 | 1 | |
| 2381.1 | 1 | |
| 2380.9 | 1 | |
| 2380.66 | 1 |
ACF and PACF
high
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2380.1073 |
|---|---|
| Minimum | 2374.55 |
| Maximum | 2385.91 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.55 |
|---|---|
| 5-th percentile | 2374.9675 |
| Q1 | 2377.225 |
| median | 2380.67 |
| Q3 | 2382.0125 |
| 95-th percentile | 2385.258 |
| Maximum | 2385.91 |
| Range | 11.36 |
| Interquartile range (IQR) | 4.7875 |
Descriptive statistics
| Standard deviation | 3.3308339 |
|---|---|
| Coefficient of variation (CV) | 0.0013994469 |
| Kurtosis | -0.84963535 |
| Mean | 2380.1073 |
| Median Absolute Deviation (MAD) | 1.975 |
| Skewness | -0.14204909 |
| Sum | 71403.22 |
| Variance | 11.094455 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1805578843 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2380.01 | 2 | 6.7% |
| 2376.4 | 1 | 3.3% |
| 2375.59 | 1 | 3.3% |
| 2375.16 | 1 | 3.3% |
| 2375.62 | 1 | 3.3% |
| 2374.81 | 1 | 3.3% |
| 2377.24 | 1 | 3.3% |
| 2382.32 | 1 | 3.3% |
| 2380.9 | 1 | 3.3% |
| 2380.92 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2374.55 | 1 | |
| 2374.81 | 1 | |
| 2375.16 | 1 | |
| 2375.59 | 1 | |
| 2375.61 | 1 | |
| 2375.62 | 1 | |
| 2376.4 | 1 | |
| 2377.22 | 1 | |
| 2377.24 | 1 | |
| 2379.69 | 1 |
| Value | Count | Frequency (%) |
| 2385.91 | 1 | |
| 2385.6 | 1 | |
| 2384.84 | 1 | |
| 2384.65 | 1 | |
| 2384 | 1 | |
| 2382.97 | 1 | |
| 2382.32 | 1 | |
| 2382.23 | 1 | |
| 2381.36 | 1 | |
| 2381.3 | 1 |
ACF and PACF
low
Numeric time series
High correlation Non stationary
| Distinct | 28 |
|---|---|
| Distinct (%) | 93.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2378.799 |
|---|---|
| Minimum | 2373.13 |
| Maximum | 2384.34 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2373.13 |
|---|---|
| 5-th percentile | 2374.105 |
| Q1 | 2375.615 |
| median | 2379.72 |
| Q3 | 2380.9825 |
| 95-th percentile | 2384.099 |
| Maximum | 2384.34 |
| Range | 11.21 |
| Interquartile range (IQR) | 5.3675 |
Descriptive statistics
| Standard deviation | 3.2205026 |
|---|---|
| Coefficient of variation (CV) | 0.0013538355 |
| Kurtosis | -0.93586352 |
| Mean | 2378.799 |
| Median Absolute Deviation (MAD) | 1.955 |
| Skewness | -0.14486329 |
| Sum | 71363.97 |
| Variance | 10.371637 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3700216674 |
Histogram with fixed size bins (bins=28)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2380 | 2 | 6.7% |
| 2381.1 | 2 | 6.7% |
| 2374.27 | 1 | 3.3% |
| 2375.69 | 1 | 3.3% |
| 2373.13 | 1 | 3.3% |
| 2374.63 | 1 | 3.3% |
| 2373.97 | 1 | 3.3% |
| 2377.35 | 1 | 3.3% |
| 2379.77 | 1 | 3.3% |
| 2380.14 | 1 | 3.3% |
| Other values (18) | 18 |
| Value | Count | Frequency (%) |
| 2373.13 | 1 | |
| 2373.97 | 1 | |
| 2374.27 | 1 | |
| 2374.55 | 1 | |
| 2374.61 | 1 | |
| 2374.63 | 1 | |
| 2375.52 | 1 | |
| 2375.59 | 1 | |
| 2375.69 | 1 | |
| 2377.22 | 1 |
| Value | Count | Frequency (%) |
| 2384.34 | 1 | |
| 2384.18 | 1 | |
| 2384 | 1 | |
| 2382.4 | 1 | |
| 2381.26 | 1 | |
| 2381.11 | 1 | |
| 2381.1 | 2 | |
| 2380.63 | 1 | |
| 2380.22 | 1 | |
| 2380.21 | 1 |
ACF and PACF
close
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.43 |
|---|---|
| Minimum | 2373.45 |
| Maximum | 2384.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2373.45 |
|---|---|
| 5-th percentile | 2374.667 |
| Q1 | 2376.0875 |
| median | 2380.005 |
| Q3 | 2381.2925 |
| 95-th percentile | 2384.448 |
| Maximum | 2384.64 |
| Range | 11.19 |
| Interquartile range (IQR) | 5.205 |
Descriptive statistics
| Standard deviation | 3.2522629 |
|---|---|
| Coefficient of variation (CV) | 0.0013668244 |
| Kurtosis | -0.94023947 |
| Mean | 2379.43 |
| Median Absolute Deviation (MAD) | 2.365 |
| Skewness | -0.21629134 |
| Sum | 71382.9 |
| Variance | 10.577214 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6552297076 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2375.43 | 1 | 3.3% |
| 2375.71 | 1 | 3.3% |
| 2375.59 | 1 | 3.3% |
| 2374.55 | 1 | 3.3% |
| 2373.45 | 1 | 3.3% |
| 2374.81 | 1 | 3.3% |
| 2377.24 | 1 | 3.3% |
| 2381.49 | 1 | 3.3% |
| 2379.96 | 1 | 3.3% |
| 2380.92 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2373.45 | 1 | |
| 2374.55 | 1 | |
| 2374.81 | 1 | |
| 2374.82 | 1 | |
| 2375.43 | 1 | |
| 2375.59 | 1 | |
| 2375.63 | 1 | |
| 2375.71 | 1 | |
| 2377.22 | 1 | |
| 2377.24 | 1 |
| Value | Count | Frequency (%) |
| 2384.64 | 1 | |
| 2384.52 | 1 | |
| 2384.36 | 1 | |
| 2384.01 | 1 | |
| 2382.52 | 1 | |
| 2382.22 | 1 | |
| 2381.49 | 1 | |
| 2381.3 | 1 | |
| 2381.27 | 1 | |
| 2381.11 | 1 |
ACF and PACF
window_start_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7521536 × 1012 |
|---|---|
| Minimum | 1.7521528 × 1012 |
| Maximum | 1.7521545 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7521528 × 1012 |
|---|---|
| 5-th percentile | 1.7521528 × 1012 |
| Q1 | 1.7521532 × 1012 |
| median | 1.7521536 × 1012 |
| Q3 | 1.7521541 × 1012 |
| 95-th percentile | 1.7521544 × 1012 |
| Maximum | 1.7521545 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0146016 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7521536 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2564609 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585322858 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75215276 × 1012 | 1 | 3.3% |
| 1.75215282 × 1012 | 1 | 3.3% |
| 1.75215288 × 1012 | 1 | 3.3% |
| 1.75215294 × 1012 | 1 | 3.3% |
| 1.752153 × 1012 | 1 | 3.3% |
| 1.75215306 × 1012 | 1 | 3.3% |
| 1.75215312 × 1012 | 1 | 3.3% |
| 1.75215318 × 1012 | 1 | 3.3% |
| 1.75215324 × 1012 | 1 | 3.3% |
| 1.7521533 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75215276 × 1012 | 1 | |
| 1.75215282 × 1012 | 1 | |
| 1.75215288 × 1012 | 1 | |
| 1.75215294 × 1012 | 1 | |
| 1.752153 × 1012 | 1 | |
| 1.75215306 × 1012 | 1 | |
| 1.75215312 × 1012 | 1 | |
| 1.75215318 × 1012 | 1 | |
| 1.75215324 × 1012 | 1 | |
| 1.7521533 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.7521545 × 1012 | 1 | |
| 1.75215444 × 1012 | 1 | |
| 1.75215438 × 1012 | 1 | |
| 1.75215432 × 1012 | 1 | |
| 1.75215426 × 1012 | 1 | |
| 1.7521542 × 1012 | 1 | |
| 1.75215414 × 1012 | 1 | |
| 1.75215408 × 1012 | 1 | |
| 1.75215402 × 1012 | 1 | |
| 1.75215396 × 1012 | 1 |
ACF and PACF
window_end_ms
Numeric time series
High correlation Non stationary Uniform Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7521537 × 1012 |
|---|---|
| Minimum | 1.7521528 × 1012 |
| Maximum | 1.7521546 × 1012 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 1.7521528 × 1012 |
|---|---|
| 5-th percentile | 1.7521529 × 1012 |
| Q1 | 1.7521533 × 1012 |
| median | 1.7521537 × 1012 |
| Q3 | 1.7521541 × 1012 |
| 95-th percentile | 1.7521545 × 1012 |
| Maximum | 1.7521546 × 1012 |
| Range | 1740000 |
| Interquartile range (IQR) | 870000 |
Descriptive statistics
| Standard deviation | 528204.51 |
|---|---|
| Coefficient of variation (CV) | 3.0146015 × 10-7 |
| Kurtosis | -1.2 |
| Mean | 1.7521537 × 1012 |
| Median Absolute Deviation (MAD) | 450000 |
| Skewness | 0 |
| Sum | 5.2564611 × 1013 |
| Variance | 2.79 × 1011 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.9585328388 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.75215282 × 1012 | 1 | 3.3% |
| 1.75215288 × 1012 | 1 | 3.3% |
| 1.75215294 × 1012 | 1 | 3.3% |
| 1.752153 × 1012 | 1 | 3.3% |
| 1.75215306 × 1012 | 1 | 3.3% |
| 1.75215312 × 1012 | 1 | 3.3% |
| 1.75215318 × 1012 | 1 | 3.3% |
| 1.75215324 × 1012 | 1 | 3.3% |
| 1.7521533 × 1012 | 1 | 3.3% |
| 1.75215336 × 1012 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 1.75215282 × 1012 | 1 | |
| 1.75215288 × 1012 | 1 | |
| 1.75215294 × 1012 | 1 | |
| 1.752153 × 1012 | 1 | |
| 1.75215306 × 1012 | 1 | |
| 1.75215312 × 1012 | 1 | |
| 1.75215318 × 1012 | 1 | |
| 1.75215324 × 1012 | 1 | |
| 1.7521533 × 1012 | 1 | |
| 1.75215336 × 1012 | 1 |
| Value | Count | Frequency (%) |
| 1.75215456 × 1012 | 1 | |
| 1.7521545 × 1012 | 1 | |
| 1.75215444 × 1012 | 1 | |
| 1.75215438 × 1012 | 1 | |
| 1.75215432 × 1012 | 1 | |
| 1.75215426 × 1012 | 1 | |
| 1.7521542 × 1012 | 1 | |
| 1.75215414 × 1012 | 1 | |
| 1.75215408 × 1012 | 1 | |
| 1.75215402 × 1012 | 1 |
ACF and PACF
volume
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.231368 |
|---|---|
| Minimum | 0.00490462 |
| Maximum | 897.96731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.00490462 |
|---|---|
| 5-th percentile | 0.12060932 |
| Q1 | 0.75613669 |
| median | 1.4647387 |
| Q3 | 3.4727239 |
| 95-th percentile | 313.81846 |
| Maximum | 897.96731 |
| Range | 897.9624 |
| Interquartile range (IQR) | 2.7165872 |
Descriptive statistics
| Standard deviation | 185.09945 |
|---|---|
| Coefficient of variation (CV) | 3.543837 |
| Kurtosis | 16.782324 |
| Mean | 52.231368 |
| Median Absolute Deviation (MAD) | 0.74521602 |
| Skewness | 4.0741027 |
| Sum | 1566.9411 |
| Variance | 34261.808 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01159946157 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.44220013 | 1 | 3.3% |
| 1.23370289 | 1 | 3.3% |
| 0.00490462 | 1 | 3.3% |
| 0.84708057 | 1 | 3.3% |
| 0.7087811 | 1 | 3.3% |
| 0.14486632 | 1 | 3.3% |
| 512.7974224 | 1 | 3.3% |
| 897.9673088 | 1 | 3.3% |
| 27.76029361 | 1 | 3.3% |
| 1.29870877 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.00490462 | 1 | |
| 0.10076268 | 1 | |
| 0.14486632 | 1 | |
| 0.33624061 | 1 | |
| 0.44220013 | 1 | |
| 0.7087811 | 1 | |
| 0.73026435 | 1 | |
| 0.75447962 | 1 | |
| 0.76110789 | 1 | |
| 0.84708057 | 1 |
| Value | Count | Frequency (%) |
| 897.9673088 | 1 | |
| 512.7974224 | 1 | |
| 70.62195392 | 1 | |
| 27.76029361 | 1 | |
| 12.72059496 | 1 | |
| 10.94967317 | 1 | |
| 6.05505625 | 1 | |
| 3.47584922 | 1 | |
| 3.46334785 | 1 | |
| 2.06092906 | 1 |
ACF and PACF
sma_7
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.3699 |
|---|---|
| Minimum | 2374.8629 |
| Maximum | 2383.2043 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.8629 |
|---|---|
| 5-th percentile | 2375.2543 |
| Q1 | 2376.4861 |
| median | 2380.1 |
| Q3 | 2381.1318 |
| 95-th percentile | 2382.9521 |
| Maximum | 2383.2043 |
| Range | 8.3414286 |
| Interquartile range (IQR) | 4.6457143 |
Descriptive statistics
| Standard deviation | 2.6629509 |
|---|---|
| Coefficient of variation (CV) | 0.0011191832 |
| Kurtosis | -1.2724538 |
| Mean | 2379.3699 |
| Median Absolute Deviation (MAD) | 2.19 |
| Skewness | -0.26744583 |
| Sum | 71381.097 |
| Variance | 7.0913077 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3652978771 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2375.254286 | 2 | 6.7% |
| 2376.405714 | 1 | 3.3% |
| 2376.308571 | 1 | 3.3% |
| 2376.385714 | 1 | 3.3% |
| 2375.957143 | 1 | 3.3% |
| 2374.862857 | 1 | 3.3% |
| 2376.12 | 1 | 3.3% |
| 2376.727143 | 1 | 3.3% |
| 2377.488571 | 1 | 3.3% |
| 2378.242857 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2374.862857 | 1 | |
| 2375.254286 | 2 | |
| 2375.957143 | 1 | |
| 2376.12 | 1 | |
| 2376.308571 | 1 | |
| 2376.385714 | 1 | |
| 2376.405714 | 1 | |
| 2376.727143 | 1 | |
| 2377.488571 | 1 | |
| 2378.242857 | 1 |
| Value | Count | Frequency (%) |
| 2383.204286 | 1 | |
| 2383.022857 | 1 | |
| 2382.865714 | 1 | |
| 2382.817143 | 1 | |
| 2382.471429 | 1 | |
| 2382.108571 | 1 | |
| 2381.94 | 1 | |
| 2381.214286 | 1 | |
| 2380.884286 | 1 | |
| 2380.838571 | 1 |
ACF and PACF
sma_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2378.5533 |
|---|---|
| Minimum | 2374.745 |
| Maximum | 2381.8971 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.745 |
|---|---|
| 5-th percentile | 2375.1986 |
| Q1 | 2376.3266 |
| median | 2378.2618 |
| Q3 | 2380.9902 |
| 95-th percentile | 2381.8747 |
| Maximum | 2381.8971 |
| Range | 7.1521429 |
| Interquartile range (IQR) | 4.6635714 |
Descriptive statistics
| Standard deviation | 2.4826554 |
|---|---|
| Coefficient of variation (CV) | 0.001043767 |
| Kurtosis | -1.5765979 |
| Mean | 2378.5533 |
| Median Absolute Deviation (MAD) | 2.5432143 |
| Skewness | 0.0087299743 |
| Sum | 71356.599 |
| Variance | 6.1635777 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.502738306 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2374.745 | 1 | 3.3% |
| 2375.060714 | 1 | 3.3% |
| 2375.367143 | 1 | 3.3% |
| 2375.607143 | 1 | 3.3% |
| 2375.600714 | 1 | 3.3% |
| 2375.692857 | 1 | 3.3% |
| 2375.809286 | 1 | 3.3% |
| 2376.262857 | 1 | 3.3% |
| 2376.517857 | 1 | 3.3% |
| 2376.937143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2374.745 | 1 | |
| 2375.060714 | 1 | |
| 2375.367143 | 1 | |
| 2375.600714 | 1 | |
| 2375.607143 | 1 | |
| 2375.692857 | 1 | |
| 2375.809286 | 1 | |
| 2376.262857 | 1 | |
| 2376.517857 | 1 | |
| 2376.937143 | 1 |
| Value | Count | Frequency (%) |
| 2381.897143 | 1 | |
| 2381.875 | 1 | |
| 2381.874286 | 1 | |
| 2381.661429 | 1 | |
| 2381.575714 | 1 | |
| 2381.389286 | 1 | |
| 2381.31 | 1 | |
| 2380.995714 | 1 | |
| 2380.973571 | 1 | |
| 2380.779286 | 1 |
ACF and PACF
sma_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2377.5389 |
|---|---|
| Minimum | 2373.6229 |
| Maximum | 2381.2233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2373.6229 |
|---|---|
| 5-th percentile | 2373.9117 |
| Q1 | 2375.3065 |
| median | 2377.6269 |
| Q3 | 2379.6794 |
| 95-th percentile | 2381.1114 |
| Maximum | 2381.2233 |
| Range | 7.6004762 |
| Interquartile range (IQR) | 4.3728571 |
Descriptive statistics
| Standard deviation | 2.5247119 |
|---|---|
| Coefficient of variation (CV) | 0.0010619014 |
| Kurtosis | -1.2898272 |
| Mean | 2377.5389 |
| Median Absolute Deviation (MAD) | 2.2895238 |
| Skewness | -0.050769971 |
| Sum | 71326.167 |
| Variance | 6.3741704 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5980949897 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2373.622857 | 1 | 3.3% |
| 2373.82381 | 1 | 3.3% |
| 2374.019048 | 1 | 3.3% |
| 2374.164762 | 1 | 3.3% |
| 2374.257619 | 1 | 3.3% |
| 2374.435714 | 1 | 3.3% |
| 2374.718095 | 1 | 3.3% |
| 2375.203333 | 1 | 3.3% |
| 2375.61619 | 1 | 3.3% |
| 2376.074286 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2373.622857 | 1 | |
| 2373.82381 | 1 | |
| 2374.019048 | 1 | |
| 2374.164762 | 1 | |
| 2374.257619 | 1 | |
| 2374.435714 | 1 | |
| 2374.718095 | 1 | |
| 2375.203333 | 1 | |
| 2375.61619 | 1 | |
| 2376.074286 | 1 |
| Value | Count | Frequency (%) |
| 2381.223333 | 1 | |
| 2381.222381 | 1 | |
| 2380.975714 | 1 | |
| 2380.943333 | 1 | |
| 2380.698571 | 1 | |
| 2380.66381 | 1 | |
| 2380.213333 | 1 | |
| 2379.782381 | 1 | |
| 2379.370476 | 1 | |
| 2378.937619 | 1 |
ACF and PACF
sma_60
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2373.6873 |
|---|---|
| Minimum | 2371.202 |
| Maximum | 2376.2173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2371.202 |
|---|---|
| 5-th percentile | 2371.3269 |
| Q1 | 2372.0457 |
| median | 2373.6322 |
| Q3 | 2375.3292 |
| 95-th percentile | 2376.143 |
| Maximum | 2376.2173 |
| Range | 5.0153333 |
| Interquartile range (IQR) | 3.2835 |
Descriptive statistics
| Standard deviation | 1.7611322 |
|---|---|
| Coefficient of variation (CV) | 0.00074193944 |
| Kurtosis | -1.4950027 |
| Mean | 2373.6873 |
| Median Absolute Deviation (MAD) | 1.6949167 |
| Skewness | 0.030306202 |
| Sum | 71210.618 |
| Variance | 3.1015866 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.02360934677 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2371.202 | 1 | 3.3% |
| 2371.288167 | 1 | 3.3% |
| 2371.374167 | 1 | 3.3% |
| 2371.4205 | 1 | 3.3% |
| 2371.477667 | 1 | 3.3% |
| 2371.576167 | 1 | 3.3% |
| 2371.738667 | 1 | 3.3% |
| 2371.988333 | 1 | 3.3% |
| 2372.217667 | 1 | 3.3% |
| 2372.4515 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2371.202 | 1 | |
| 2371.288167 | 1 | |
| 2371.374167 | 1 | |
| 2371.4205 | 1 | |
| 2371.477667 | 1 | |
| 2371.576167 | 1 | |
| 2371.738667 | 1 | |
| 2371.988333 | 1 | |
| 2372.217667 | 1 | |
| 2372.4515 | 1 |
| Value | Count | Frequency (%) |
| 2376.217333 | 1 | |
| 2376.170333 | 1 | |
| 2376.1095 | 1 | |
| 2376.015 | 1 | |
| 2375.8945 | 1 | |
| 2375.779333 | 1 | |
| 2375.591833 | 1 | |
| 2375.378167 | 1 | |
| 2375.182167 | 1 | |
| 2374.968833 | 1 |
ACF and PACF
ema_7
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.3699 |
|---|---|
| Minimum | 2374.8629 |
| Maximum | 2383.2043 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.8629 |
|---|---|
| 5-th percentile | 2375.2543 |
| Q1 | 2376.4861 |
| median | 2380.1 |
| Q3 | 2381.1318 |
| 95-th percentile | 2382.9521 |
| Maximum | 2383.2043 |
| Range | 8.3414286 |
| Interquartile range (IQR) | 4.6457143 |
Descriptive statistics
| Standard deviation | 2.6629509 |
|---|---|
| Coefficient of variation (CV) | 0.0011191832 |
| Kurtosis | -1.2724538 |
| Mean | 2379.3699 |
| Median Absolute Deviation (MAD) | 2.19 |
| Skewness | -0.26744583 |
| Sum | 71381.097 |
| Variance | 7.0913077 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3652978771 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2375.254286 | 2 | 6.7% |
| 2376.405714 | 1 | 3.3% |
| 2376.308571 | 1 | 3.3% |
| 2376.385714 | 1 | 3.3% |
| 2375.957143 | 1 | 3.3% |
| 2374.862857 | 1 | 3.3% |
| 2376.12 | 1 | 3.3% |
| 2376.727143 | 1 | 3.3% |
| 2377.488571 | 1 | 3.3% |
| 2378.242857 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 2374.862857 | 1 | |
| 2375.254286 | 2 | |
| 2375.957143 | 1 | |
| 2376.12 | 1 | |
| 2376.308571 | 1 | |
| 2376.385714 | 1 | |
| 2376.405714 | 1 | |
| 2376.727143 | 1 | |
| 2377.488571 | 1 | |
| 2378.242857 | 1 |
| Value | Count | Frequency (%) |
| 2383.204286 | 1 | |
| 2383.022857 | 1 | |
| 2382.865714 | 1 | |
| 2382.817143 | 1 | |
| 2382.471429 | 1 | |
| 2382.108571 | 1 | |
| 2381.94 | 1 | |
| 2381.214286 | 1 | |
| 2380.884286 | 1 | |
| 2380.838571 | 1 |
ACF and PACF
ema_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2378.5533 |
|---|---|
| Minimum | 2374.745 |
| Maximum | 2381.8971 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.745 |
|---|---|
| 5-th percentile | 2375.1986 |
| Q1 | 2376.3266 |
| median | 2378.2618 |
| Q3 | 2380.9902 |
| 95-th percentile | 2381.8747 |
| Maximum | 2381.8971 |
| Range | 7.1521429 |
| Interquartile range (IQR) | 4.6635714 |
Descriptive statistics
| Standard deviation | 2.4826554 |
|---|---|
| Coefficient of variation (CV) | 0.001043767 |
| Kurtosis | -1.5765979 |
| Mean | 2378.5533 |
| Median Absolute Deviation (MAD) | 2.5432143 |
| Skewness | 0.0087299743 |
| Sum | 71356.599 |
| Variance | 6.1635777 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.502738306 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2374.745 | 1 | 3.3% |
| 2375.060714 | 1 | 3.3% |
| 2375.367143 | 1 | 3.3% |
| 2375.607143 | 1 | 3.3% |
| 2375.600714 | 1 | 3.3% |
| 2375.692857 | 1 | 3.3% |
| 2375.809286 | 1 | 3.3% |
| 2376.262857 | 1 | 3.3% |
| 2376.517857 | 1 | 3.3% |
| 2376.937143 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2374.745 | 1 | |
| 2375.060714 | 1 | |
| 2375.367143 | 1 | |
| 2375.600714 | 1 | |
| 2375.607143 | 1 | |
| 2375.692857 | 1 | |
| 2375.809286 | 1 | |
| 2376.262857 | 1 | |
| 2376.517857 | 1 | |
| 2376.937143 | 1 |
| Value | Count | Frequency (%) |
| 2381.897143 | 1 | |
| 2381.875 | 1 | |
| 2381.874286 | 1 | |
| 2381.661429 | 1 | |
| 2381.575714 | 1 | |
| 2381.389286 | 1 | |
| 2381.31 | 1 | |
| 2380.995714 | 1 | |
| 2380.973571 | 1 | |
| 2380.779286 | 1 |
ACF and PACF
ema_21
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2377.5389 |
|---|---|
| Minimum | 2373.6229 |
| Maximum | 2381.2233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2373.6229 |
|---|---|
| 5-th percentile | 2373.9117 |
| Q1 | 2375.3065 |
| median | 2377.6269 |
| Q3 | 2379.6794 |
| 95-th percentile | 2381.1114 |
| Maximum | 2381.2233 |
| Range | 7.6004762 |
| Interquartile range (IQR) | 4.3728571 |
Descriptive statistics
| Standard deviation | 2.5247119 |
|---|---|
| Coefficient of variation (CV) | 0.0010619014 |
| Kurtosis | -1.2898272 |
| Mean | 2377.5389 |
| Median Absolute Deviation (MAD) | 2.2895238 |
| Skewness | -0.050769971 |
| Sum | 71326.167 |
| Variance | 6.3741704 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.5980949897 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2373.622857 | 1 | 3.3% |
| 2373.82381 | 1 | 3.3% |
| 2374.019048 | 1 | 3.3% |
| 2374.164762 | 1 | 3.3% |
| 2374.257619 | 1 | 3.3% |
| 2374.435714 | 1 | 3.3% |
| 2374.718095 | 1 | 3.3% |
| 2375.203333 | 1 | 3.3% |
| 2375.61619 | 1 | 3.3% |
| 2376.074286 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2373.622857 | 1 | |
| 2373.82381 | 1 | |
| 2374.019048 | 1 | |
| 2374.164762 | 1 | |
| 2374.257619 | 1 | |
| 2374.435714 | 1 | |
| 2374.718095 | 1 | |
| 2375.203333 | 1 | |
| 2375.61619 | 1 | |
| 2376.074286 | 1 |
| Value | Count | Frequency (%) |
| 2381.223333 | 1 | |
| 2381.222381 | 1 | |
| 2380.975714 | 1 | |
| 2380.943333 | 1 | |
| 2380.698571 | 1 | |
| 2380.66381 | 1 | |
| 2380.213333 | 1 | |
| 2379.782381 | 1 | |
| 2379.370476 | 1 | |
| 2378.937619 | 1 |
ACF and PACF
ema_60
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2373.6873 |
|---|---|
| Minimum | 2371.202 |
| Maximum | 2376.2173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2371.202 |
|---|---|
| 5-th percentile | 2371.3269 |
| Q1 | 2372.0457 |
| median | 2373.6322 |
| Q3 | 2375.3292 |
| 95-th percentile | 2376.143 |
| Maximum | 2376.2173 |
| Range | 5.0153333 |
| Interquartile range (IQR) | 3.2835 |
Descriptive statistics
| Standard deviation | 1.7611322 |
|---|---|
| Coefficient of variation (CV) | 0.00074193944 |
| Kurtosis | -1.4950027 |
| Mean | 2373.6873 |
| Median Absolute Deviation (MAD) | 1.6949167 |
| Skewness | 0.030306202 |
| Sum | 71210.618 |
| Variance | 3.1015866 |
| Monotonicity | Strictly increasing |
| Augmented Dickey-Fuller test p-value | 0.02360934677 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2371.202 | 1 | 3.3% |
| 2371.288167 | 1 | 3.3% |
| 2371.374167 | 1 | 3.3% |
| 2371.4205 | 1 | 3.3% |
| 2371.477667 | 1 | 3.3% |
| 2371.576167 | 1 | 3.3% |
| 2371.738667 | 1 | 3.3% |
| 2371.988333 | 1 | 3.3% |
| 2372.217667 | 1 | 3.3% |
| 2372.4515 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2371.202 | 1 | |
| 2371.288167 | 1 | |
| 2371.374167 | 1 | |
| 2371.4205 | 1 | |
| 2371.477667 | 1 | |
| 2371.576167 | 1 | |
| 2371.738667 | 1 | |
| 2371.988333 | 1 | |
| 2372.217667 | 1 | |
| 2372.4515 | 1 |
| Value | Count | Frequency (%) |
| 2376.217333 | 1 | |
| 2376.170333 | 1 | |
| 2376.1095 | 1 | |
| 2376.015 | 1 | |
| 2375.8945 | 1 | |
| 2375.779333 | 1 | |
| 2375.591833 | 1 | |
| 2375.378167 | 1 | |
| 2375.182167 | 1 | |
| 2374.968833 | 1 |
ACF and PACF
rsi_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.767465 |
|---|---|
| Minimum | 2.8656126 |
| Maximum | 84.794521 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2.8656126 |
|---|---|
| 5-th percentile | 9.1025222 |
| Q1 | 42.876573 |
| median | 62.710001 |
| Q3 | 70.964133 |
| 95-th percentile | 79.398598 |
| Maximum | 84.794521 |
| Range | 81.928908 |
| Interquartile range (IQR) | 28.08756 |
Descriptive statistics
| Standard deviation | 23.034444 |
|---|---|
| Coefficient of variation (CV) | 0.42058628 |
| Kurtosis | -0.12301906 |
| Mean | 54.767465 |
| Median Absolute Deviation (MAD) | 12.988857 |
| Skewness | -0.89299753 |
| Sum | 1643.024 |
| Variance | 530.58562 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.6451909725 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 51.35387488 | 1 | 3.3% |
| 46.50924025 | 1 | 3.3% |
| 53.16901408 | 1 | 3.3% |
| 28.75354108 | 1 | 3.3% |
| 16.48501362 | 1 | 3.3% |
| 32.6142132 | 1 | 3.3% |
| 68.87052342 | 1 | 3.3% |
| 78.6389414 | 1 | 3.3% |
| 67.96280642 | 1 | 3.3% |
| 71.03393844 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2.865612648 | 1 | |
| 3.062302006 | 1 | |
| 16.48501362 | 1 | |
| 23.17813765 | 1 | |
| 28.75354108 | 1 | |
| 30.47619048 | 1 | |
| 32.6142132 | 1 | |
| 42.65895954 | 1 | |
| 43.52941176 | 1 | |
| 46.50924025 | 1 |
| Value | Count | Frequency (%) |
| 84.79452055 | 1 | |
| 79.71246006 | 1 | |
| 79.01498929 | 1 | |
| 78.6389414 | 1 | |
| 76.46559048 | 1 | |
| 74.9321267 | 1 | |
| 74.39516129 | 1 | |
| 71.03393844 | 1 | |
| 70.75471698 | 1 | |
| 69.02800659 | 1 |
ACF and PACF
rsi_14
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.541662 |
|---|---|
| Minimum | 32.234432 |
| Maximum | 72.972973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 32.234432 |
|---|---|
| 5-th percentile | 39.534368 |
| Q1 | 53.981035 |
| median | 62.880154 |
| Q3 | 67.80695 |
| 95-th percentile | 70.40938 |
| Maximum | 72.972973 |
| Range | 40.738541 |
| Interquartile range (IQR) | 13.825915 |
Descriptive statistics
| Standard deviation | 10.091293 |
|---|---|
| Coefficient of variation (CV) | 0.16948289 |
| Kurtosis | 0.77644706 |
| Mean | 59.541662 |
| Median Absolute Deviation (MAD) | 5.6701437 |
| Skewness | -1.0760136 |
| Sum | 1786.2499 |
| Variance | 101.8342 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.8560080814 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 63.0944832 | 1 | 3.3% |
| 63.77805486 | 1 | 3.3% |
| 63.28173375 | 1 | 3.3% |
| 59.83606557 | 1 | 3.3% |
| 49.71572963 | 1 | 3.3% |
| 53.75655213 | 1 | 3.3% |
| 54.65448315 | 1 | 3.3% |
| 64.91310474 | 1 | 3.3% |
| 58.27538248 | 1 | 3.3% |
| 63.85087305 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 32.23443223 | 1 | |
| 38.64042934 | 1 | |
| 40.62695925 | 1 | |
| 48.83195177 | 1 | |
| 49.71572963 | 1 | |
| 51.15107914 | 1 | |
| 53.42752486 | 1 | |
| 53.75655213 | 1 | |
| 54.65448315 | 1 | |
| 55.76339737 | 1 |
| Value | Count | Frequency (%) |
| 72.97297297 | 1 | |
| 70.81673307 | 1 | |
| 69.91150442 | 1 | |
| 69.67799642 | 1 | |
| 68.65671642 | 1 | |
| 68.20428336 | 1 | |
| 67.85490932 | 1 | |
| 67.83783784 | 1 | |
| 67.71428571 | 1 | |
| 64.91310474 | 1 |
ACF and PACF
rsi_21
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.576934 |
|---|---|
| Minimum | 36.693915 |
| Maximum | 70.782074 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 36.693915 |
|---|---|
| 5-th percentile | 43.345616 |
| Q1 | 58.041666 |
| median | 62.103574 |
| Q3 | 65.289931 |
| 95-th percentile | 69.595697 |
| Maximum | 70.782074 |
| Range | 34.088159 |
| Interquartile range (IQR) | 7.2482645 |
Descriptive statistics
| Standard deviation | 8.0252351 |
|---|---|
| Coefficient of variation (CV) | 0.13248005 |
| Kurtosis | 3.2365617 |
| Mean | 60.576934 |
| Median Absolute Deviation (MAD) | 4.0421371 |
| Skewness | -1.5804473 |
| Sum | 1817.308 |
| Variance | 64.404399 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01684046226 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 62.62686567 | 1 | 3.3% |
| 62.60454002 | 1 | 3.3% |
| 62.15895611 | 1 | 3.3% |
| 58.54748603 | 1 | 3.3% |
| 55.1342812 | 1 | 3.3% |
| 59.3875502 | 1 | 3.3% |
| 63.41022162 | 1 | 3.3% |
| 69.33586338 | 1 | 3.3% |
| 65.55435953 | 1 | 3.3% |
| 66.68979875 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 36.69391462 | 1 | |
| 37.9342723 | 1 | |
| 49.95948136 | 1 | |
| 55.1342812 | 1 | |
| 55.95238095 | 1 | |
| 57.45526839 | 1 | |
| 57.51054852 | 1 | |
| 58.02189505 | 1 | |
| 58.10097965 | 1 | |
| 58.54748603 | 1 |
| Value | Count | Frequency (%) |
| 70.78207381 | 1 | |
| 69.64980545 | 1 | |
| 69.52956409 | 1 | |
| 69.33586338 | 1 | |
| 68.79617558 | 1 | |
| 68.17769719 | 1 | |
| 66.68979875 | 1 | |
| 65.55435953 | 1 | |
| 64.4966443 | 1 | |
| 63.41189675 | 1 |
ACF and PACF
rsi_60
Numeric time series
High correlation Non stationary
| Distinct | 29 |
|---|---|
| Distinct (%) | 96.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 59.574222 |
|---|---|
| Minimum | 52.478032 |
| Maximum | 64.288348 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 52.478032 |
|---|---|
| 5-th percentile | 53.017505 |
| Q1 | 55.4316 |
| median | 61.408999 |
| Q3 | 62.721443 |
| 95-th percentile | 64.047199 |
| Maximum | 64.288348 |
| Range | 11.810316 |
| Interquartile range (IQR) | 7.2898425 |
Descriptive statistics
| Standard deviation | 4.0125677 |
|---|---|
| Coefficient of variation (CV) | 0.067354094 |
| Kurtosis | -1.3429797 |
| Mean | 59.574222 |
| Median Absolute Deviation (MAD) | 1.9196606 |
| Skewness | -0.57462414 |
| Sum | 1787.2267 |
| Variance | 16.1007 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.7519310441 |
Histogram with fixed size bins (bins=29)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 62.04297022 | 2 | 6.7% |
| 55.22327743 | 1 | 3.3% |
| 55.21212121 | 1 | 3.3% |
| 52.82520325 | 1 | 3.3% |
| 54.20841683 | 1 | 3.3% |
| 56.05656897 | 1 | 3.3% |
| 59.78719133 | 1 | 3.3% |
| 64.11077619 | 1 | 3.3% |
| 62.67034991 | 1 | 3.3% |
| 62.85504856 | 1 | 3.3% |
| Other values (19) | 19 |
| Value | Count | Frequency (%) |
| 52.47803163 | 1 | |
| 52.82520325 | 1 | |
| 53.25253965 | 1 | |
| 53.53244078 | 1 | |
| 54.20841683 | 1 | |
| 55.15923567 | 1 | |
| 55.21212121 | 1 | |
| 55.22327743 | 1 | |
| 56.05656897 | 1 | |
| 56.43509033 | 1 |
| Value | Count | Frequency (%) |
| 64.28834808 | 1 | |
| 64.11077619 | 1 | |
| 63.96949405 | 1 | |
| 63.62651255 | 1 | |
| 62.96912553 | 1 | |
| 62.85504856 | 1 | |
| 62.8344713 | 1 | |
| 62.73847377 | 1 | |
| 62.67034991 | 1 | |
| 62.41753977 | 1 |
ACF and PACF
macd_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81022371 |
|---|---|
| Minimum | -1.3010019 |
| Maximum | 1.5437301 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -1.3010019 |
|---|---|
| 5-th percentile | -0.70893058 |
| Q1 | 0.61740337 |
| median | 0.98593768 |
| Q3 | 1.2533021 |
| 95-th percentile | 1.5198004 |
| Maximum | 1.5437301 |
| Range | 2.8447321 |
| Interquartile range (IQR) | 0.63589869 |
Descriptive statistics
| Standard deviation | 0.68797845 |
|---|---|
| Coefficient of variation (CV) | 0.8491216 |
| Kurtosis | 3.0214781 |
| Mean | 0.81022371 |
| Median Absolute Deviation (MAD) | 0.32065034 |
| Skewness | -1.6991561 |
| Sum | 24.306711 |
| Variance | 0.47331435 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1609269545 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.8951315998 | 1 | 3.3% |
| 0.8063914401 | 1 | 3.3% |
| 0.7376569213 | 1 | 3.3% |
| 0.5532311341 | 1 | 3.3% |
| 0.322191232 | 1 | 3.3% |
| 0.3153094602 | 1 | 3.3% |
| 0.5773188574 | 1 | 3.3% |
| 1.17288974 | 1 | 3.3% |
| 1.333069868 | 1 | 3.3% |
| 1.468272434 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -1.301001943 | 1 | |
| -0.9704081055 | 1 | |
| -0.389346941 | 1 | |
| 0.2854172426 | 1 | |
| 0.3153094602 | 1 | |
| 0.322191232 | 1 | |
| 0.5532311341 | 1 | |
| 0.5773188574 | 1 | |
| 0.7376569213 | 1 | |
| 0.7748513188 | 1 |
| Value | Count | Frequency (%) |
| 1.543730121 | 1 | |
| 1.531688738 | 1 | |
| 1.505270194 | 1 | |
| 1.468272434 | 1 | |
| 1.410223958 | 1 | |
| 1.368671318 | 1 | |
| 1.333069868 | 1 | |
| 1.280106173 | 1 | |
| 1.17288974 | 1 | |
| 1.166803429 | 1 |
ACF and PACF
macdsignal_7
Numeric time series
Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0212096 |
|---|---|
| Minimum | 0.30311072 |
| Maximum | 1.7442115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.30311072 |
|---|---|
| 5-th percentile | 0.42295318 |
| Q1 | 0.71216976 |
| median | 1.0505888 |
| Q3 | 1.2652893 |
| 95-th percentile | 1.6593928 |
| Maximum | 1.7442115 |
| Range | 1.4411008 |
| Interquartile range (IQR) | 0.55311957 |
Descriptive statistics
| Standard deviation | 0.3837066 |
|---|---|
| Coefficient of variation (CV) | 0.37573737 |
| Kurtosis | -0.61189449 |
| Mean | 1.0212096 |
| Median Absolute Deviation (MAD) | 0.24706379 |
| Skewness | 0.056061856 |
| Sum | 30.636287 |
| Variance | 0.14723075 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.494084097 × 10-5 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 1.092490728 | 1 | 3.3% |
| 1.157767201 | 1 | 3.3% |
| 1.22199123 | 1 | 3.3% |
| 1.27972203 | 1 | 3.3% |
| 1.301890503 | 1 | 3.3% |
| 1.188331787 | 1 | 3.3% |
| 1.103558942 | 1 | 3.3% |
| 1.008686797 | 1 | 3.3% |
| 0.9607364335 | 1 | 3.3% |
| 0.8638035303 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.3031107176 | 1 | |
| 0.375888191 | 1 | |
| 0.4804770544 | 1 | |
| 0.5644686049 | 1 | |
| 0.6226840201 | 1 | |
| 0.6300221976 | 1 | |
| 0.6763126339 | 1 | |
| 0.6803053657 | 1 | |
| 0.8077629267 | 1 | |
| 0.8459393492 | 1 |
| Value | Count | Frequency (%) |
| 1.744211539 | 1 | |
| 1.735421152 | 1 | |
| 1.566469337 | 1 | |
| 1.49301104 | 1 | |
| 1.488132164 | 1 | |
| 1.344231399 | 1 | |
| 1.301890503 | 1 | |
| 1.27972203 | 1 | |
| 1.22199123 | 1 | |
| 1.188331787 | 1 |
ACF and PACF
macdhist_7
Numeric time series
High correlation Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.21098587 |
|---|---|
| Minimum | -1.6041127 |
| Maximum | 0.6044689 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | -1.6041127 |
|---|---|
| 5-th percentile | -1.1958769 |
| Q1 | -0.51576364 |
| median | -0.1225907 |
| Q3 | 0.17105465 |
| 95-th percentile | 0.50822344 |
| Maximum | 0.6044689 |
| Range | 2.2085816 |
| Interquartile range (IQR) | 0.68681829 |
Descriptive statistics
| Standard deviation | 0.57461088 |
|---|---|
| Coefficient of variation (CV) | -2.7234567 |
| Kurtosis | -0.16731145 |
| Mean | -0.21098587 |
| Median Absolute Deviation (MAD) | 0.36717079 |
| Skewness | -0.63480444 |
| Sum | -6.329576 |
| Variance | 0.33017766 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.3944619399 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| -0.1973591284 | 1 | 3.3% |
| -0.3513757611 | 1 | 3.3% |
| -0.4843343092 | 1 | 3.3% |
| -0.7264908956 | 1 | 3.3% |
| -0.9796992706 | 1 | 3.3% |
| -0.8730223264 | 1 | 3.3% |
| -0.5262400849 | 1 | 3.3% |
| 0.1642029428 | 1 | 3.3% |
| 0.3723334344 | 1 | 3.3% |
| 0.6044689034 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| -1.60411266 | 1 | |
| -1.346296296 | 1 | |
| -1.012030961 | 1 | |
| -0.9796992706 | 1 | |
| -0.8730223264 | 1 | |
| -0.7264908956 | 1 | |
| -0.6282148418 | 1 | |
| -0.5262400849 | 1 | |
| -0.4843343092 | 1 | |
| -0.4553149792 | 1 |
| Value | Count | Frequency (%) |
| 0.6044689034 | 1 | |
| 0.5227319691 | 1 | |
| 0.4904907954 | 1 | |
| 0.4904452724 | 1 | |
| 0.4364844321 | 1 | |
| 0.3723334344 | 1 | |
| 0.2500072684 | 1 | |
| 0.1733385516 | 1 | |
| 0.1642029428 | 1 | |
| 0.1589226456 | 1 |
ACF and PACF
obv
Numeric time series
High correlation Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.231368 |
|---|---|
| Minimum | 0.00490462 |
| Maximum | 897.96731 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 0.00490462 |
|---|---|
| 5-th percentile | 0.12060932 |
| Q1 | 0.75613669 |
| median | 1.4647387 |
| Q3 | 3.4727239 |
| 95-th percentile | 313.81846 |
| Maximum | 897.96731 |
| Range | 897.9624 |
| Interquartile range (IQR) | 2.7165872 |
Descriptive statistics
| Standard deviation | 185.09945 |
|---|---|
| Coefficient of variation (CV) | 3.543837 |
| Kurtosis | 16.782324 |
| Mean | 52.231368 |
| Median Absolute Deviation (MAD) | 0.74521602 |
| Skewness | 4.0741027 |
| Sum | 1566.9411 |
| Variance | 34261.808 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.01159946157 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 0.44220013 | 1 | 3.3% |
| 1.23370289 | 1 | 3.3% |
| 0.00490462 | 1 | 3.3% |
| 0.84708057 | 1 | 3.3% |
| 0.7087811 | 1 | 3.3% |
| 0.14486632 | 1 | 3.3% |
| 512.7974224 | 1 | 3.3% |
| 897.9673088 | 1 | 3.3% |
| 27.76029361 | 1 | 3.3% |
| 1.29870877 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 0.00490462 | 1 | |
| 0.10076268 | 1 | |
| 0.14486632 | 1 | |
| 0.33624061 | 1 | |
| 0.44220013 | 1 | |
| 0.7087811 | 1 | |
| 0.73026435 | 1 | |
| 0.75447962 | 1 | |
| 0.76110789 | 1 | |
| 0.84708057 | 1 |
| Value | Count | Frequency (%) |
| 897.9673088 | 1 | |
| 512.7974224 | 1 | |
| 70.62195392 | 1 | |
| 27.76029361 | 1 | |
| 12.72059496 | 1 | |
| 10.94967317 | 1 | |
| 6.05505625 | 1 | |
| 3.47584922 | 1 | |
| 3.46334785 | 1 | |
| 2.06092906 | 1 |
ACF and PACF
target
Numeric time series
Non stationary Unique
| Distinct | 30 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2379.988 |
|---|---|
| Minimum | 2374.81 |
| Maximum | 2384.64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 480.0 B |
Quantile statistics
| Minimum | 2374.81 |
|---|---|
| 5-th percentile | 2375.1845 |
| Q1 | 2378.665 |
| median | 2380.005 |
| Q3 | 2381.2925 |
| 95-th percentile | 2384.448 |
| Maximum | 2384.64 |
| Range | 9.83 |
| Interquartile range (IQR) | 2.6275 |
Descriptive statistics
| Standard deviation | 2.662399 |
|---|---|
| Coefficient of variation (CV) | 0.0011186607 |
| Kurtosis | -0.23457219 |
| Mean | 2379.988 |
| Median Absolute Deviation (MAD) | 1.37 |
| Skewness | -0.15283026 |
| Sum | 71399.64 |
| Variance | 7.0883683 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 0.1122530838 |
Histogram with fixed size bins (bins=30)
Gap statistics
| number of gaps | 0 |
|---|---|
| min | 0 |
| max | 0 |
| mean | 0 |
| std | 0 |
| Value | Count | Frequency (%) |
| 2374.81 | 1 | 3.3% |
| 2377.24 | 1 | 3.3% |
| 2381.49 | 1 | 3.3% |
| 2379.96 | 1 | 3.3% |
| 2380.92 | 1 | 3.3% |
| 2379.83 | 1 | 3.3% |
| 2379.68 | 1 | 3.3% |
| 2380.32 | 1 | 3.3% |
| 2380.21 | 1 | 3.3% |
| 2379.44 | 1 | 3.3% |
| Other values (20) | 20 |
| Value | Count | Frequency (%) |
| 2374.81 | 1 | |
| 2374.82 | 1 | |
| 2375.63 | 1 | |
| 2376.58 | 1 | |
| 2377.22 | 1 | |
| 2377.24 | 1 | |
| 2377.65 | 1 | |
| 2378.56 | 1 | |
| 2378.98 | 1 | |
| 2379.44 | 1 |
| Value | Count | Frequency (%) |
| 2384.64 | 1 | |
| 2384.52 | 1 | |
| 2384.36 | 1 | |
| 2384.01 | 1 | |
| 2382.52 | 1 | |
| 2382.22 | 1 | |
| 2381.49 | 1 | |
| 2381.3 | 1 | |
| 2381.27 | 1 | |
| 2381.11 | 1 |
ACF and PACF
Interactions
Correlations
| close | ema_14 | ema_21 | ema_60 | ema_7 | high | low | macd_7 | macdhist_7 | macdsignal_7 | obv | open | rsi_14 | rsi_21 | rsi_60 | rsi_7 | sma_14 | sma_21 | sma_60 | sma_7 | target | volume | window_end_ms | window_start_ms | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| close | 1.000 | 0.533 | 0.459 | 0.434 | 0.638 | 0.949 | 0.916 | 0.793 | 0.500 | 0.310 | 0.385 | 0.834 | 0.691 | 0.583 | 0.802 | 0.760 | 0.533 | 0.459 | 0.434 | 0.638 | 0.110 | 0.385 | 0.434 | 0.434 |
| ema_14 | 0.533 | 1.000 | 0.990 | 0.974 | 0.938 | 0.605 | 0.617 | 0.114 | -0.137 | 0.008 | 0.238 | 0.684 | 0.038 | 0.016 | 0.156 | 0.083 | 1.000 | 0.990 | 0.974 | 0.938 | -0.214 | 0.238 | 0.974 | 0.974 |
| ema_21 | 0.459 | 0.990 | 1.000 | 0.992 | 0.902 | 0.523 | 0.544 | 0.026 | -0.194 | -0.079 | 0.230 | 0.607 | -0.040 | -0.080 | 0.105 | 0.001 | 0.990 | 1.000 | 0.992 | 0.902 | -0.198 | 0.230 | 0.992 | 0.992 |
| ema_60 | 0.434 | 0.974 | 0.992 | 1.000 | 0.869 | 0.496 | 0.515 | 0.014 | -0.211 | -0.112 | 0.208 | 0.577 | -0.048 | -0.111 | 0.084 | -0.016 | 0.974 | 0.992 | 1.000 | 0.869 | -0.192 | 0.208 | 1.000 | 1.000 |
| ema_7 | 0.638 | 0.938 | 0.902 | 0.869 | 1.000 | 0.696 | 0.748 | 0.277 | 0.010 | 0.119 | 0.201 | 0.788 | 0.246 | 0.129 | 0.247 | 0.206 | 0.938 | 0.902 | 0.869 | 1.000 | -0.197 | 0.201 | 0.869 | 0.869 |
| high | 0.949 | 0.605 | 0.523 | 0.496 | 0.696 | 1.000 | 0.893 | 0.759 | 0.450 | 0.324 | 0.415 | 0.903 | 0.626 | 0.588 | 0.711 | 0.683 | 0.605 | 0.523 | 0.496 | 0.696 | 0.022 | 0.415 | 0.496 | 0.496 |
| low | 0.916 | 0.617 | 0.544 | 0.515 | 0.748 | 0.893 | 1.000 | 0.738 | 0.448 | 0.322 | 0.269 | 0.937 | 0.691 | 0.424 | 0.671 | 0.615 | 0.617 | 0.544 | 0.515 | 0.748 | 0.138 | 0.269 | 0.515 | 0.515 |
| macd_7 | 0.793 | 0.114 | 0.026 | 0.014 | 0.277 | 0.759 | 0.738 | 1.000 | 0.705 | 0.403 | 0.317 | 0.695 | 0.654 | 0.749 | 0.701 | 0.883 | 0.114 | 0.026 | 0.014 | 0.277 | 0.066 | 0.317 | 0.014 | 0.014 |
| macdhist_7 | 0.500 | -0.137 | -0.194 | -0.211 | 0.010 | 0.450 | 0.448 | 0.705 | 1.000 | -0.226 | 0.169 | 0.388 | 0.464 | 0.433 | 0.645 | 0.675 | -0.137 | -0.194 | -0.211 | 0.010 | 0.371 | 0.169 | -0.211 | -0.211 |
| macdsignal_7 | 0.310 | 0.008 | -0.079 | -0.112 | 0.119 | 0.324 | 0.322 | 0.403 | -0.226 | 1.000 | 0.076 | 0.322 | 0.387 | 0.500 | 0.126 | 0.305 | 0.008 | -0.079 | -0.112 | 0.119 | -0.207 | 0.076 | -0.112 | -0.112 |
| obv | 0.385 | 0.238 | 0.230 | 0.208 | 0.201 | 0.415 | 0.269 | 0.317 | 0.169 | 0.076 | 1.000 | 0.307 | 0.064 | 0.333 | 0.408 | 0.431 | 0.238 | 0.230 | 0.208 | 0.201 | -0.070 | 1.000 | 0.208 | 0.208 |
| open | 0.834 | 0.684 | 0.607 | 0.577 | 0.788 | 0.903 | 0.937 | 0.695 | 0.388 | 0.322 | 0.307 | 1.000 | 0.568 | 0.413 | 0.568 | 0.531 | 0.684 | 0.607 | 0.577 | 0.788 | 0.062 | 0.307 | 0.577 | 0.577 |
| rsi_14 | 0.691 | 0.038 | -0.040 | -0.048 | 0.246 | 0.626 | 0.691 | 0.654 | 0.464 | 0.387 | 0.064 | 0.568 | 1.000 | 0.356 | 0.637 | 0.525 | 0.038 | -0.040 | -0.048 | 0.246 | 0.277 | 0.064 | -0.048 | -0.048 |
| rsi_21 | 0.583 | 0.016 | -0.080 | -0.111 | 0.129 | 0.588 | 0.424 | 0.749 | 0.433 | 0.500 | 0.333 | 0.413 | 0.356 | 1.000 | 0.438 | 0.772 | 0.016 | -0.080 | -0.111 | 0.129 | -0.310 | 0.333 | -0.111 | -0.111 |
| rsi_60 | 0.802 | 0.156 | 0.105 | 0.084 | 0.247 | 0.711 | 0.671 | 0.701 | 0.645 | 0.126 | 0.408 | 0.568 | 0.637 | 0.438 | 1.000 | 0.657 | 0.156 | 0.105 | 0.084 | 0.247 | 0.437 | 0.408 | 0.084 | 0.084 |
| rsi_7 | 0.760 | 0.083 | 0.001 | -0.016 | 0.206 | 0.683 | 0.615 | 0.883 | 0.675 | 0.305 | 0.431 | 0.531 | 0.525 | 0.772 | 0.657 | 1.000 | 0.083 | 0.001 | -0.016 | 0.206 | 0.071 | 0.431 | -0.016 | -0.016 |
| sma_14 | 0.533 | 1.000 | 0.990 | 0.974 | 0.938 | 0.605 | 0.617 | 0.114 | -0.137 | 0.008 | 0.238 | 0.684 | 0.038 | 0.016 | 0.156 | 0.083 | 1.000 | 0.990 | 0.974 | 0.938 | -0.214 | 0.238 | 0.974 | 0.974 |
| sma_21 | 0.459 | 0.990 | 1.000 | 0.992 | 0.902 | 0.523 | 0.544 | 0.026 | -0.194 | -0.079 | 0.230 | 0.607 | -0.040 | -0.080 | 0.105 | 0.001 | 0.990 | 1.000 | 0.992 | 0.902 | -0.198 | 0.230 | 0.992 | 0.992 |
| sma_60 | 0.434 | 0.974 | 0.992 | 1.000 | 0.869 | 0.496 | 0.515 | 0.014 | -0.211 | -0.112 | 0.208 | 0.577 | -0.048 | -0.111 | 0.084 | -0.016 | 0.974 | 0.992 | 1.000 | 0.869 | -0.192 | 0.208 | 1.000 | 1.000 |
| sma_7 | 0.638 | 0.938 | 0.902 | 0.869 | 1.000 | 0.696 | 0.748 | 0.277 | 0.010 | 0.119 | 0.201 | 0.788 | 0.246 | 0.129 | 0.247 | 0.206 | 0.938 | 0.902 | 0.869 | 1.000 | -0.197 | 0.201 | 0.869 | 0.869 |
| target | 0.110 | -0.214 | -0.198 | -0.192 | -0.197 | 0.022 | 0.138 | 0.066 | 0.371 | -0.207 | -0.070 | 0.062 | 0.277 | -0.310 | 0.437 | 0.071 | -0.214 | -0.198 | -0.192 | -0.197 | 1.000 | -0.070 | -0.192 | -0.192 |
| volume | 0.385 | 0.238 | 0.230 | 0.208 | 0.201 | 0.415 | 0.269 | 0.317 | 0.169 | 0.076 | 1.000 | 0.307 | 0.064 | 0.333 | 0.408 | 0.431 | 0.238 | 0.230 | 0.208 | 0.201 | -0.070 | 1.000 | 0.208 | 0.208 |
| window_end_ms | 0.434 | 0.974 | 0.992 | 1.000 | 0.869 | 0.496 | 0.515 | 0.014 | -0.211 | -0.112 | 0.208 | 0.577 | -0.048 | -0.111 | 0.084 | -0.016 | 0.974 | 0.992 | 1.000 | 0.869 | -0.192 | 0.208 | 1.000 | 1.000 |
| window_start_ms | 0.434 | 0.974 | 0.992 | 1.000 | 0.869 | 0.496 | 0.515 | 0.014 | -0.211 | -0.112 | 0.208 | 0.577 | -0.048 | -0.111 | 0.084 | -0.016 | 0.974 | 0.992 | 1.000 | 0.869 | -0.192 | 0.208 | 1.000 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752152760000 | 2374.27 | 2375.62 | 2374.27 | 2375.43 | 1752152760000 | 1752152820000 | 0.442200 | 2376.405714 | 2374.745000 | 2373.622857 | 2371.202000 | 2376.405714 | 2374.745000 | 2373.622857 | 2371.202000 | 51.353875 | 63.094483 | 62.626866 | 54.208417 | 0.895132 | 1.092491 | -0.197359 | 0.442200 | 2374.81 |
| 1752152820000 | 2376.39 | 2376.40 | 2375.69 | 2375.71 | 1752152820000 | 1752152880000 | 1.233703 | 2376.308571 | 2375.060714 | 2373.823810 | 2371.288167 | 2376.308571 | 2375.060714 | 2373.823810 | 2371.288167 | 46.509240 | 63.778055 | 62.604540 | 55.223277 | 0.806391 | 1.157767 | -0.351376 | 1.233703 | 2377.24 |
| 1752152880000 | 2375.59 | 2375.59 | 2375.59 | 2375.59 | 1752152880000 | 1752152940000 | 0.004905 | 2376.385714 | 2375.367143 | 2374.019048 | 2371.374167 | 2376.385714 | 2375.367143 | 2374.019048 | 2371.374167 | 53.169014 | 63.281734 | 62.158956 | 55.212121 | 0.737657 | 1.221991 | -0.484334 | 0.004905 | 2381.49 |
| 1752152940000 | 2374.90 | 2375.16 | 2374.55 | 2374.55 | 1752152940000 | 1752153000000 | 0.847081 | 2375.957143 | 2375.607143 | 2374.164762 | 2371.420500 | 2375.957143 | 2375.607143 | 2374.164762 | 2371.420500 | 28.753541 | 59.836066 | 58.547486 | 52.825203 | 0.553231 | 1.279722 | -0.726491 | 0.847081 | 2379.96 |
| 1752153000000 | 2374.55 | 2374.55 | 2373.13 | 2373.45 | 1752153000000 | 1752153060000 | 0.708781 | 2375.254286 | 2375.600714 | 2374.257619 | 2371.477667 | 2375.254286 | 2375.600714 | 2374.257619 | 2371.477667 | 16.485014 | 49.715730 | 55.134281 | 53.532441 | 0.322191 | 1.301891 | -0.979699 | 0.708781 | 2380.92 |
| 1752153060000 | 2374.77 | 2374.81 | 2374.63 | 2374.81 | 1752153060000 | 1752153120000 | 0.144866 | 2374.862857 | 2375.692857 | 2374.435714 | 2371.576167 | 2374.862857 | 2375.692857 | 2374.435714 | 2371.576167 | 32.614213 | 53.756552 | 59.387550 | 56.056569 | 0.315309 | 1.188332 | -0.873022 | 0.144866 | 2379.83 |
| 1752153120000 | 2374.76 | 2377.24 | 2373.97 | 2377.24 | 1752153120000 | 1752153180000 | 512.797422 | 2375.254286 | 2375.809286 | 2374.718095 | 2371.738667 | 2375.254286 | 2375.809286 | 2374.718095 | 2371.738667 | 68.870523 | 54.654483 | 63.410222 | 59.787191 | 0.577319 | 1.103559 | -0.526240 | 512.797422 | 2379.68 |
| 1752153180000 | 2377.35 | 2382.32 | 2377.35 | 2381.49 | 1752153180000 | 1752153240000 | 897.967309 | 2376.120000 | 2376.262857 | 2375.203333 | 2371.988333 | 2376.120000 | 2376.262857 | 2375.203333 | 2371.988333 | 78.638941 | 64.913105 | 69.335863 | 64.110776 | 1.172890 | 1.008687 | 0.164203 | 897.967309 | 2380.32 |
| 1752153240000 | 2380.90 | 2380.90 | 2379.77 | 2379.96 | 1752153240000 | 1752153300000 | 27.760294 | 2376.727143 | 2376.517857 | 2375.616190 | 2372.217667 | 2376.727143 | 2376.517857 | 2375.616190 | 2372.217667 | 67.962806 | 58.275382 | 65.554360 | 62.670350 | 1.333070 | 0.960736 | 0.372333 | 27.760294 | 2380.21 |
| 1752153300000 | 2380.14 | 2380.92 | 2380.14 | 2380.92 | 1752153300000 | 1752153360000 | 1.298709 | 2377.488571 | 2376.937143 | 2376.074286 | 2372.451500 | 2377.488571 | 2376.937143 | 2376.074286 | 2372.451500 | 71.033938 | 63.850873 | 66.689799 | 62.855049 | 1.468272 | 0.863804 | 0.604469 | 1.298709 | 2379.44 |
| open | high | low | close | window_start_ms | window_end_ms | volume | sma_7 | sma_14 | sma_21 | sma_60 | ema_7 | ema_14 | ema_21 | ema_60 | rsi_7 | rsi_14 | rsi_21 | rsi_60 | macd_7 | macdsignal_7 | macdhist_7 | obv | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1752153960000 | 2381.11 | 2382.97 | 2381.11 | 2382.52 | 1752153960000 | 1752154020000 | 3.463348 | 2381.214286 | 2380.779286 | 2378.937619 | 2374.968833 | 2381.214286 | 2380.779286 | 2378.937619 | 2374.968833 | 69.028007 | 67.837838 | 68.177697 | 63.969494 | 1.280106 | 1.735421 | -0.455315 | 3.463348 | 2380.00 |
| 1752154020000 | 2383.11 | 2385.60 | 2382.40 | 2384.52 | 1752154020000 | 1752154080000 | 6.055056 | 2381.940000 | 2380.995714 | 2379.370476 | 2375.182167 | 2381.940000 | 2380.995714 | 2379.370476 | 2375.182167 | 84.794521 | 62.071713 | 69.649805 | 62.417540 | 1.505270 | 1.744212 | -0.238941 | 6.055056 | 2380.01 |
| 1752154080000 | 2384.76 | 2384.84 | 2384.34 | 2384.36 | 1752154080000 | 1752154140000 | 3.475849 | 2382.471429 | 2381.310000 | 2379.782381 | 2375.378167 | 2382.471429 | 2381.310000 | 2379.782381 | 2375.378167 | 79.712460 | 69.677996 | 68.796176 | 61.570248 | 1.531689 | 1.566469 | -0.034781 | 3.475849 | 2377.22 |
| 1752154140000 | 2384.18 | 2384.65 | 2384.18 | 2384.64 | 1752154140000 | 1752154200000 | 0.890212 | 2382.817143 | 2381.575714 | 2380.213333 | 2375.591833 | 2382.817143 | 2381.575714 | 2380.213333 | 2375.591833 | 74.395161 | 67.714286 | 69.529564 | 62.738474 | 1.543730 | 1.493011 | 0.050719 | 0.890212 | 2375.63 |
| 1752154200000 | 2384.65 | 2385.91 | 2384.00 | 2384.01 | 1752154200000 | 1752154260000 | 1.630750 | 2383.204286 | 2381.874286 | 2380.663810 | 2375.779333 | 2383.204286 | 2381.874286 | 2380.663810 | 2375.779333 | 79.014989 | 70.816733 | 70.782074 | 61.247750 | 1.410224 | 1.344231 | 0.065993 | 1.630750 | 2374.82 |
| 1752154260000 | 2384.00 | 2384.00 | 2380.00 | 2380.00 | 1752154260000 | 1752154320000 | 1.364339 | 2383.022857 | 2381.897143 | 2380.975714 | 2375.894500 | 2383.022857 | 2381.897143 | 2380.975714 | 2375.894500 | 42.658960 | 51.151079 | 62.758083 | 56.435090 | 0.774851 | 1.166683 | -0.391831 | 1.364339 | 2378.56 |
| 1752154320000 | 2380.01 | 2380.01 | 2380.00 | 2380.01 | 1752154320000 | 1752154380000 | 2.060929 | 2382.865714 | 2381.875000 | 2381.223333 | 2376.015000 | 2382.865714 | 2381.875000 | 2381.223333 | 2376.015000 | 43.529412 | 48.831952 | 60.690789 | 56.770931 | 0.285417 | 0.913632 | -0.628215 | 2.060929 | 2378.98 |
| 1752154380000 | 2380.01 | 2380.01 | 2377.22 | 2377.22 | 1752154380000 | 1752154440000 | 10.949673 | 2382.108571 | 2381.661429 | 2381.222381 | 2376.109500 | 2382.108571 | 2381.661429 | 2381.222381 | 2376.109500 | 23.178138 | 40.626959 | 49.959481 | 55.159236 | -0.389347 | 0.622684 | -1.012031 | 10.949673 | 2376.58 |
| 1752154440000 | 2377.22 | 2377.22 | 2375.52 | 2375.63 | 1752154440000 | 1752154500000 | 0.100763 | 2380.838571 | 2381.389286 | 2380.943333 | 2376.170333 | 2380.838571 | 2381.389286 | 2380.943333 | 2376.170333 | 3.062302 | 38.640429 | 36.693915 | 53.252540 | -0.970408 | 0.375888 | -1.346296 | 0.100763 | 2377.65 |
| 1752154500000 | 2375.52 | 2375.61 | 2374.61 | 2374.82 | 1752154500000 | 1752154560000 | 1.565139 | 2379.475714 | 2380.973571 | 2380.698571 | 2376.217333 | 2379.475714 | 2380.973571 | 2380.698571 | 2376.217333 | 2.865613 | 32.234432 | 37.934272 | 52.478032 | -1.301002 | 0.303111 | -1.604113 | 1.565139 | 2379.70 |